Take the repetitive work off your team
Somewhere in your business, capable people spend hours a week copying data between systems, chasing approvals and re-keying documents. That work is predictable enough to automate and expensive enough to be worth it.
Streamline operations with custom workflows
- Data being re-keyed by hand between two systems that do not talk
- Document and form intake handled manually at volume
- Approval chains that live in email and stall without anyone noticing
- Reporting that takes someone a day every month to assemble
The work this covers
Workflow automation
Multi-step processes with branching, approvals, escalation and retries, visible to the people responsible rather than hidden in a script.
Systems integration
Making your CRM, ERP, accounting and warehouse systems agree, with reconciliation for when one of them is down or wrong.
Document and intake processing
Extracting structured data from invoices, forms and contracts, with confidence thresholds and a human review queue for anything uncertain.
Reporting pipelines
Scheduled data collection and reporting that runs on its own and tells someone when it did not.
From first call to something you own
- 01
Time the process as it is
We measure the current workflow honestly, including the exceptions. Without a baseline there is no way to prove the automation was worth building.
- 02
Automate the common path
The 80% of cases that are genuinely routine. Chasing every edge case first is the most reliable way to deliver nothing.
- 03
Design for the exceptions
A review queue for what falls outside the rules, with the reason shown. Automation that fails silently is worse than the manual process.
- 04
Measure and widen
Once the numbers hold, thresholds tighten and coverage grows, each step justified by measurement rather than optimism.
What we tend to build this on
Not a fixed list. If your team already runs something else and runs it well, we work in that.
- Python
- TypeScript
- Node.js
- PostgreSQL
- Temporal
- n8n
- AWS Lambda
- Docker
Before you ask
- Will this replace people on our team?
- In our projects it usually has not. The manual work gets removed and the same people move onto exceptions, customer contact and the things that were being neglected. If headcount reduction is the actual goal, say so early - it changes what we build.
- What if the automation gets something wrong?
- We design for it. Confidence thresholds, human review queues, full audit logs and the ability to reverse a run. You should always be able to trace any automated action back to its inputs.
- Can you use off-the-shelf tools instead of building?
- Where they fit, yes, and we will tell you when Zapier or n8n solves it for a fraction of the cost. Custom is worth it when the logic is genuinely yours or the volume makes per-task pricing absurd.
Tell us what you are trying to build
A 30-minute call is usually enough to tell you whether we are the right fit, what it is likely to cost, and how long it will take. No deck, no sales script.